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  1. README.md +74 -0
  2. generation_config.json +264 -0
README.md ADDED
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+ ---
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+ language:
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+ - eng
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+ license: apache-2.0
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+ base_model: openai/whisper-small
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+ tags:
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+ - hf-asr-leaderboard
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+ - generated_from_trainer
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+ metrics:
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+ - wer
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+ model-index:
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+ - name: Whisper Small Eng - Daniel Dumschat
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+ results: []
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+ ---
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+
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+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
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+ should probably proofread and complete it, then remove this comment. -->
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+
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+ # Whisper Small Eng - Daniel Dumschat
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+
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+ This model is a fine-tuned version of [openai/whisper-small](https://huggingface.co/openai/whisper-small) on the Common Voice 11.0 dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.5746
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+ - Wer: 24.4747
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0001
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+ - train_batch_size: 16
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+ - eval_batch_size: 8
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+ - seed: 42
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+ - distributed_type: multi-GPU
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+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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+ - lr_scheduler_type: linear
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+ - lr_scheduler_warmup_steps: 50
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+ - training_steps: 1000
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Wer |
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+ |:-------------:|:-----:|:----:|:---------------:|:-------:|
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+ | 0.7025 | 0.03 | 100 | 0.6855 | 36.9988 |
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+ | 0.7478 | 0.07 | 200 | 0.8034 | 35.4196 |
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+ | 0.7516 | 0.1 | 300 | 0.7854 | 31.8551 |
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+ | 0.7175 | 0.13 | 400 | 0.7868 | 32.9444 |
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+ | 0.6748 | 0.17 | 500 | 0.7239 | 31.1203 |
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+ | 0.6739 | 0.2 | 600 | 0.7045 | 29.7473 |
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+ | 0.6262 | 0.24 | 700 | 0.6620 | 27.1239 |
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+ | 0.585 | 0.27 | 800 | 0.6254 | 26.6147 |
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+ | 0.5305 | 0.3 | 900 | 0.5877 | 24.6552 |
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+ | 0.5463 | 0.34 | 1000 | 0.5746 | 24.4747 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.38.0.dev0
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+ - Pytorch 2.1.2+cu121
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+ - Datasets 2.16.1
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+ - Tokenizers 0.15.1
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